Jaemin Seo

21 papers A* 1A 2B 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
A Heterogeneous Graph-based Gate Sizer Integrating Graph Attention Network and Transformer.
ASP-DAC
Jinmo Ahn, Jinoh Cho, Jaemin Seo, Jaeseung Lee, Jakang Lee, Seokhyeong Kang
2026 J jnl
Communication-Free Collective Navigation for a Swarm of UAVs via LiDAR-Based Deep Reinforcement Learning.
CoRR
Myong-Yol Choi, Hankyoul Ko, Hanse Cho, Changseung Kim, Seunghwan Kim, Jaemin Seo, Hyondong Oh
2026 J jnl
Kernel-SDF: An Open-Source Library for Real-Time Signed Distance Function Estimation using Kernel Regression.
CoRR
Zhirui Dai, Tianxing Fan, Mani Amani, Jaemin Seo, Ki Myung Brian Lee, Hyondong Oh, Nikolay Atanasov
2026 A* conf
Multimodal Super-Resolution: Discovering Hidden Physics and Its Application to Fusion Plasmas (Abstract Reprint).
AAAI
Azarakhsh Jalalvand, SangKyeun Kim, Jaemin Seo, Qiming Hu, Max Curie, Peter Steiner, Andrew Oakleigh Nelson, Yong-Su Na, Egemen Kolemen
2026 J jnl
Multivariate Unbounded Quantum Regression via Log-Ratio Probabilities Mitigating Barren Plateaus.
IEEE Access
Jaemin Seo
2026 J jnl
PACMAN: Rapid identification of keypoint patch-based fiducial marker in occluded environments.
Image Vis. Comput.
Taewook Park, Geun Sik Bae, Woojae Shin, Meraj Mammadov, Jaemin Seo, Heejung Shin, Hyondong Oh
2026 J jnl
Real-Time Communication Relay Planning With a Low-Complexity Network Quality Prediction Model in Dynamic Indoor Missions.
IEEE Robotics Autom. Lett.
Jaemin Seo, Jongyun Kim, Seunghwan Kim, Changseung Kim, Woojae Shin, Hyondong Oh
2025 J jnl
Gas Source Localization in Unknown Indoor Environments Using Dual-Mode Information-Theoretic Search.
IEEE Robotics Autom. Lett.
Seunghwan Kim, Jaemin Seo, Hongro Jang, Changseung Kim, Murim Kim, Juhyun Pyo, Hyondong Oh
2025 J jnl
Kalman Filter-Based Distributed Gaussian Process for Unknown Scalar Field Estimation in Wireless Sensor Networks.
CoRR
Jaemin Seo, Geun Sik Bae, Hyondong Oh
2025 J jnl
Kalman filter-based distributed Gaussian process for unknown scalar field estimation in wireless sensor networks.
Expert Syst. Appl.
Jaemin Seo, Geun Sik Bae, Hyondong Oh
2025 — conf
Leveraging Machine Learning Techniques for Traditional EDA Workflow Enhancement.
ASP-DAC
Jinoh Cho, Jaekyung Im, Jaeseung Lee, Kyungjun Min, SeongHyeon Park, Jaemin Seo, Jongho Yoon, Seokhyeong Kang
2025 J jnl
PINT: Physics-Informed Neural Time Series Models with Applications to Long-term Inference on WeatherBench 2m-Temperature Data.
CoRR
Keon Vin Park, Jisu Kim, Jaemin Seo
2025 J jnl
Quantum Mixture-Density Network for Multimodal Probabilistic Prediction.
IEEE Access
Jaemin Seo
2024 J jnl
Avoiding fusion plasma tearing instability with deep reinforcement learning.
Nat.
Jaemin Seo, SangKyeun Kim, Azarakhsh Jalalvand, Rory Conlin, Andrew Rothstein, Joseph Abbate, Keith Erickson, Josiah Wai, Ricardo Shousha, Egemen Kolemen
2024 J jnl
Design Optimization of Nuclear Fusion Reactor through Deep Reinforcement Learning.
CoRR
Jinsu Kim, Jaemin Seo
2024 J jnl
Diag2Diag: Multimodal super-resolution diagnostics for physics discovery with application to fusion.
CoRR
Azarakhsh Jalalvand, Max Curie, SangKyeun Kim, Peter Steiner, Jaemin Seo, Qiming Hu, Andrew Oakleigh Nelson, Egemen Kolemen
2024 A conf
Improving Timing & Power Trade-off in Post-place Optimization Using Multi-agent Reinforcement Learning.
ICCAD
Jaemin Seo, Sejin Park, Seokhyeong Kang
2024 A conf
Unveiling the Black-Box: Leveraging Explainable AI for FPGA Design Space Optimization.
DATE
Jaemin Seo, Sejin Park, Seokhyeong Kang
2023 J jnl
Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes.
Expert Syst. Appl.
Jaemin Seo, Geun Sik Bae, Hyondong Oh
2023 B conf
Multimodal Prediction of Tearing Instabilities in a Tokamak.
IJCNN
Jaemin Seo, Rory Conlin, Andrew Rothstein, SangKyeun Kim, Joseph Abbate, Azarakhsh Jalalvand, Egemen Kolemen
2021 J jnl
Autonomous Source Search for UAVs Using Gaussian Mixture Model-Based Infotaxis: Algorithm and Flight Experiments.
IEEE Trans. Aerosp. Electron. Syst.
MinKyu Park, Seulbi An, Jaemin Seo, Hyondong Oh